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» Identification and Analysis of Peer-to-Peer Traffic
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JCM
2006
75views more  JCM 2006»
8 years 9 months ago
Identification and Analysis of Peer-to-Peer Traffic
Marcell Perényi, Trang Dinh Dang, Andr&aacu...
APNOMS
2006
Springer
9 years 1 months ago
Detecting and Identifying Network Anomalies by Component Analysis
Many research works address detection and identification of network anomalies using traffic analysis. This paper considers large topologies, such as those of an ISP, with traffic a...
Le The Quyen, Marat Zhanikeev, Yoshiaki Tanaka
E2EMON
2006
IEEE
9 years 3 months ago
A Hybrid Approach for Accurate Application Traffic Identification
—The traffic dynamics of the Internet’s dominant applications, such as peer-to-peer and multimedia, worsen the accuracy of the existing application traffic identification. Ther...
Young J. Won, Byung-Chul Park, Hong-Taek Ju, Myung...
APNOMS
2008
Springer
8 years 11 months ago
Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning
Accurate application traffic classification and identification are important for network monitoring and analysis. The accuracy of traditional Internet application traffic classific...
Byungchul Park, Young J. Won, Mi-Jung Choi, Myung-...
CEC
2010
IEEE
8 years 10 months ago
An analysis of clustering objectives for feature selection applied to encrypted traffic identification
This work explores the use of clustering objectives in a Multi-Objective Genetic Algorithm (MOGA) for both, feature selection and cluster count optimization, under the application...
Carlos Bacquet, A. Nur Zincir-Heywood, Malcolm I. ...
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